METHOD AND SYSTEM FOR DETECTING MALWARE

Patent №

US 9,525,699

Granted

2016-12-20

Filed 2013

Owner

DAMBALLA, INC.

Lab

AI components

5

ml · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14041796

A system and method of analysis. NX domain names are collected from an asset in a real network. The NX domain names are domain names that are not registered. The real network NX domain names are utilized to create testing vectors. The testing vectors are classified as benign vectors or malicious vectors based on training vectors. The asset is then classified as infected if the NX testing vector created from the real network NX domain names is classified as a malicious vector.

Machine learningVisionKnowledge representationPlanningAI hardwareG06N 20/00G06F 9/45508G06F 21/577H04L 61/4511H04L 63/1408H04L 63/1416H04L 63/145H04L 63/1491+1 more

AI classification

Machine learning1.00
Planning1.00
AI hardware1.00
Vision0.97
Knowledge representation0.59
Natural language0.37
Evolutionary computation0.11
Speech0.03

Ownership

DAMBALLA, INC.

assignment · 318680508

Assignors

ANTONAKAKIS, EMMANOUIL, PERDISCI, ROBERTO, LEE, WENKE, OLLMANN, GUNTER

On an employer assignment, the assignors are typically the inventors.

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